Pradeep Narayan

Performance Drift in Machine Learning Models for Cardiac Surgery Risk Prediction: Retrospective Analysis

2024 · 17 Zit. · JMIRx Med

Pre-operative anaemia—does it influence post-operative outcomes after isolated coronary artery bypass grafting?

2024 · 4 Zit. · Indian Journal of Thoracic and Cardiovascular Surgery

Performance drift is a major barrier to the safe use of machine learning in cardiac surgery

2023 · 4 Zit. · medRxiv

Abstract 4368127: Multi-Center Validation of an AI-Enhanced ECG Model for Predicting Echocardiographic Abnormalities: A Large-Scale Study Across 14 Tertiary Care Centers

2025 · 0 Zit. · Circulation

Authors’ Response to Peer Reviews of “Performance Drift in Machine Learning Models for Cardiac Surgery Risk Prediction: Retrospective Analysis”

2024 · 0 Zit. · JMIRx Med